Pre-Launch Security Check

We Attack Your App
Before Hackers Do

Airbolt builds your AI-generated app in a sandbox, then deploys AI agents to hack it — finding real, exploitable vulnerabilities, not just code patterns.

13
AI Attack Agents
8
Security Scanners
Real
Proof of Exploits

Static scanners guess. We prove it. Airbolt builds your app, runs it, and attacks it — so you know exactly what's exploitable before you ship.

We don't just scan your code.
We hack your app.

Airbolt builds your project in a sandbox, boots it up, then unleashes 13 AI-powered attack agents to find real, exploitable vulnerabilities — with proof.

Build

Your code is containerized with Nixpacks — zero config needed. Works with any stack: Next.js, Django, Express, Laravel, Rails, Flask, and more.

Run

The app boots in an isolated sandbox with a database sidecar. We inject safe environment stubs so your app starts without secrets.

Attack

13 AI agents powered by Claude probe your running app with a real browser — testing for SQL injection, XSS, auth bypass, IDOR, CSRF, and more.

SQLi XSS CSRF Auth Bypass IDOR SSRF Session Hijack API Security Crypto Flaws

Prove

Only validated vulnerabilities make the report. Each finding includes reproduction steps, evidence, impact assessment, and OWASP classification. No guesswork.

airbolt exploit-sim — my-saas-app

AI writes the code.
Nobody reviews it.

Cursor, Lovable, and Replit let you ship in days. But AI-generated code often has security gaps that would get caught in a normal code review. These are the most common ones.

Secrets hardcoded in source

AI tools frequently inline API keys, database credentials, and tokens directly in source code. Committed .env files and secrets bundled in client-side assets lead to unauthorized access and unexpected bills.

Missing auth and validation

Generated endpoints often skip authentication middleware, input validation, and CSRF protection. AI tools get the feature working — but leave the door open.

Outdated and vulnerable dependencies

AI tools pull in whatever packages they know — often outdated versions with known CVEs. Insecure defaults and unpatched libraries ship straight to production.

The issues AI tools
create most often.

Airbolt runs targeted checks across the areas where AI-generated code most commonly introduces security gaps.

Exposed secrets and credentials

Detection of hardcoded API keys, database passwords, tokens, and secrets across 40+ patterns — Stripe, AWS, database URLs, JWT secrets, and more.

Insecure code patterns

Static analysis for SQL injection, XSS, command injection, CSRF, SSRF, and other OWASP Top 10 vulnerabilities that AI tools generate without warning.

AI code smell detection

Catches patterns unique to AI-generated code — over-permissive CORS, commented-out auth, missing input validation, exposed stack traces, and default passwords.

Vulnerable dependencies

Audit of npm, pip, and Composer packages for known CVEs, deprecated libraries, outdated major versions, and even AI-hallucinated package names.

Environment and config issues

Finds .env files committed to git, hardcoded database credentials, Stripe keys in source, server-side secrets exposed in client code, and debug mode left on.

Deployment and infra security

Framework-aware checks for missing security headers, HTTPS enforcement gaps, Docker misconfigurations, secrets in CI workflows, and containers running as root.

Upload. Scan. Review.

No integrations required. No agents running on your infrastructure. Upload a ZIP archive or scan a live URL and receive a structured report.

01

Upload or enter a URL

ZIP the project your AI tool generated and upload it, or paste a live URL for a free surface-level scan. Any stack — Next.js, Python, Node, Rails, or anything else.

30 seconds
02

Automated analysis

Eight specialized scanners check for secrets, vulnerable dependencies, insecure code, AI-generated anti-patterns, environment misconfig, and deployment issues.

~2 minutes
03

Structured report

Categorized findings by severity. Clear descriptions of what's wrong and where. Downloadable PDF with the Full Scan.

Instant

What your report looks like.

Each scan produces a structured, categorized security report. Here's an example of what you'll receive.

airbolt-report-2026-02-21.pdf
Security Report — my-saas-app
Scanned 247 files · 8 scanners · Feb 21, 2026
MEDIUM
Risk Level
CRIT Stripe secret key hardcoded in /lib/payment.ts:14
HIGH SQL injection — user input interpolated directly in database query
HIGH No auth middleware on /api/users — endpoint publicly accessible
MED 3 dependencies with known vulnerabilities (CVE-2025-xxxx)

Cheaper than a breach.
Faster than a code review.

Credit-based. No subscriptions. No contracts. Buy once, scan when you're ready.

First Purchase Only

Starter Pack

€12

3 credits — perfect for your first scan

  • 3 scan credits
  • Secrets detection
  • Dependency vulnerability scan
  • Risk score & web report
Best Value

Pro Pack

€49

15 credits — best per-credit value

  • 15 scan credits
  • Everything in Core
  • €3.27 per credit
  • Scan as often as you ship

Lite scan = 1 credit · Full scan = 2 credits · Exploit simulation = 5 credits · URL scan = Free

Common questions.

Buy a credit pack, then use credits to run scans. Lite scans cost 1 credit, Full scans cost 2 credits, and exploit simulations cost 5 credits. URL scans are free. Credits never expire. You can buy more packs at any time.

Airbolt runs 8 specialized scanners covering hardcoded secrets, vulnerable dependencies, insecure code patterns (SQL injection, XSS, CSRF), AI code smells, environment misconfigurations, deployment security, infrastructure issues, and smart contract vulnerabilities. You can also run free URL scans against live sites and exploit simulations against your running app.

Most scans complete in under 5 minutes. The time depends on codebase size, but typical projects with fewer than 500 files finish in 1-2 minutes.

No. Your uploaded code is processed in an isolated environment and deleted immediately after the scan completes. We do not retain source code. Only the generated report is stored for your access.

Absolutely. Airbolt checks for common security issues in any codebase. It's particularly useful when AI tools wrote some or all of the code, since that code often skips the security practices a human developer would follow.

AI coding tools optimize for getting things working, not for security. They regularly hardcode secrets, skip input validation, leave endpoints unprotected, and pull in outdated dependencies. A quick scan catches these before your users do.

Ship with
confidence.

Join the waitlist to get notified when Airbolt is ready. Starter pack: 3 credits for €12.